{"id":"https://openalex.org/W4411635472","doi":"https://doi.org/10.1145/3731715.3733396","title":"MR4SseC: A Multimodal Representation Learning Framework for Space Science Experiment of China's Space Station","display_name":"MR4SseC: A Multimodal Representation Learning Framework for Space Science Experiment of China's Space Station","publication_year":2025,"publication_date":"2025-06-25","ids":{"openalex":"https://openalex.org/W4411635472","doi":"https://doi.org/10.1145/3731715.3733396"},"language":"en","primary_location":{"id":"doi:10.1145/3731715.3733396","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3731715.3733396","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2025 International Conference on Multimedia Retrieval","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1145/3731715.3733396","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5049043187","display_name":"Yunfei Liu","orcid":"https://orcid.org/0000-0002-9362-3447"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210086028","display_name":"Technology and Engineering Center for Space Utilization","ror":"https://ror.org/00cn03n83","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210086028"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yunfei Liu","raw_affiliation_strings":["Technology and Engineering Center for Space Utilization, Chinese Academy of Sciences, Beijing, China","Technology and Engineering Center for Space Utilization, Chinese Academy of Sciences, Beijing, China, Key Laboratory of Space Utilization, Chinese Academy of Sciences, Beijing, China, and University of Chinese Academy of Sciences, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-9362-3447","affiliations":[{"raw_affiliation_string":"Technology and Engineering Center for Space Utilization, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210086028"]},{"raw_affiliation_string":"Technology and Engineering Center for Space Utilization, Chinese Academy of Sciences, Beijing, China, Key Laboratory of Space Utilization, Chinese Academy of Sciences, Beijing, China, and University of Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210086028","https://openalex.org/I4210165038"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113022984","display_name":"Anqi Liu","orcid":"https://orcid.org/0000-0001-9033-6701"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210086028","display_name":"Technology and Engineering Center for Space Utilization","ror":"https://ror.org/00cn03n83","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210086028"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Anqi Liu","raw_affiliation_strings":["Technology and Engineering Center for Space Utilization, Chinese Academy of Sciences, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0001-9033-6701","affiliations":[{"raw_affiliation_string":"Technology and Engineering Center for Space Utilization, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210086028"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Yanan Liu","orcid":"https://orcid.org/0009-0009-9607-3397"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210086028","display_name":"Technology and Engineering Center for Space Utilization","ror":"https://ror.org/00cn03n83","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210086028"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yanan Liu","raw_affiliation_strings":["Technology and Engineering Center for Space Utilization, Chinese Academy of Sciences, Beijing, China","Technology and Engineering Center for Space Utilization, Chinese Academy of Sciences, Beijing, China, Key Laboratory of Space Utilization, Chinese Academy of Sciences, Beijing, China, and University of Chinese Academy of Sciences, Beijing, China"],"raw_orcid":"https://orcid.org/0009-0009-9607-3397","affiliations":[{"raw_affiliation_string":"Technology and Engineering Center for Space Utilization, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210086028"]},{"raw_affiliation_string":"Technology and Engineering Center for Space Utilization, Chinese Academy of Sciences, Beijing, China, Key Laboratory of Space Utilization, Chinese Academy of Sciences, Beijing, China, and University of Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210086028","https://openalex.org/I4210165038"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051782058","display_name":"Yunziwei Deng","orcid":null},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210086028","display_name":"Technology and Engineering Center for Space Utilization","ror":"https://ror.org/00cn03n83","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210086028"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yunziwei Deng","raw_affiliation_strings":["Technology and Engineering Center for Space Utilization, Chinese Academy of Sciences, Beijing, China"],"raw_orcid":"https://orcid.org/0009-0003-9007-1311","affiliations":[{"raw_affiliation_string":"Technology and Engineering Center for Space Utilization, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210086028"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062123619","display_name":"Yizhao Wang","orcid":"https://orcid.org/0000-0002-2027-1495"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210086028","display_name":"Technology and Engineering Center for Space Utilization","ror":"https://ror.org/00cn03n83","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210086028"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yizhao Wang","raw_affiliation_strings":["Technology and Engineering Center for Space Utilization, Chinese Academy of Sciences, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-2027-1495","affiliations":[{"raw_affiliation_string":"Technology and Engineering Center for Space Utilization, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210086028"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5111003697","display_name":"Shengyang Li","orcid":"https://orcid.org/0000-0002-9888-9869"},"institutions":[{"id":"https://openalex.org/I4210086028","display_name":"Technology and Engineering Center for Space Utilization","ror":"https://ror.org/00cn03n83","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210086028"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shengyang Li","raw_affiliation_strings":["Technology and Engineering Center for Space Utilization, Chinese Academy of Sciences, Beijing, China, Key Laboratory of Space Utilization, Chinese Academy of Sciences, Beijing, China, and University of Chinese Academy of Sciences, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-9888-9869","affiliations":[{"raw_affiliation_string":"Technology and Engineering Center for Space Utilization, Chinese Academy of Sciences, Beijing, China, Key Laboratory of Space Utilization, Chinese Academy of Sciences, Beijing, China, and University of Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210086028","https://openalex.org/I4210165038"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.1323837,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"861","last_page":"870"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11714","display_name":"Multimodal Machine Learning Applications","score":0.9991999864578247,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11714","display_name":"Multimodal Machine Learning Applications","score":0.9991999864578247,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.9987999796867371,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9915000200271606,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/space","display_name":"Space (punctuation)","score":0.7148512601852417},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.6480439901351929},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5708367824554443},{"id":"https://openalex.org/keywords/china","display_name":"China","score":0.5015659332275391},{"id":"https://openalex.org/keywords/space-technology","display_name":"Space technology","score":0.4370657205581665},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.380797415971756},{"id":"https://openalex.org/keywords/aerospace-engineering","display_name":"Aerospace engineering","score":0.22040995955467224},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1623689830303192},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.13701316714286804}],"concepts":[{"id":"https://openalex.org/C2778572836","wikidata":"https://www.wikidata.org/wiki/Q380933","display_name":"Space (punctuation)","level":2,"score":0.7148512601852417},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.6480439901351929},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5708367824554443},{"id":"https://openalex.org/C191935318","wikidata":"https://www.wikidata.org/wiki/Q148","display_name":"China","level":2,"score":0.5015659332275391},{"id":"https://openalex.org/C77304879","wikidata":"https://www.wikidata.org/wiki/Q211485","display_name":"Space technology","level":2,"score":0.4370657205581665},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.380797415971756},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.22040995955467224},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1623689830303192},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.13701316714286804},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3731715.3733396","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3731715.3733396","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2025 International Conference on Multimedia Retrieval","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3731715.3733396","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3731715.3733396","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2025 International Conference on Multimedia Retrieval","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W1514535095","https://openalex.org/W1905882502","https://openalex.org/W1933349210","https://openalex.org/W2108598243","https://openalex.org/W2562153041","https://openalex.org/W2772385709","https://openalex.org/W2798280084","https://openalex.org/W2962964995","https://openalex.org/W2963184176","https://openalex.org/W2963224792","https://openalex.org/W2963758027","https://openalex.org/W2963966654","https://openalex.org/W2964276596","https://openalex.org/W2988823324","https://openalex.org/W3005680577","https://openalex.org/W3016923549","https://openalex.org/W3035454331","https://openalex.org/W3035524453","https://openalex.org/W3109931228","https://openalex.org/W3128661784","https://openalex.org/W3171007011","https://openalex.org/W3182683290","https://openalex.org/W4236965008","https://openalex.org/W4247924304","https://openalex.org/W4255556797","https://openalex.org/W4389524238","https://openalex.org/W6739901393"],"related_works":["https://openalex.org/W2417057293","https://openalex.org/W2045859100","https://openalex.org/W4396695556","https://openalex.org/W2014594003","https://openalex.org/W2372528005","https://openalex.org/W68030114","https://openalex.org/W2379998746","https://openalex.org/W2377985805","https://openalex.org/W327877427","https://openalex.org/W3095473212"],"abstract_inverted_index":{"Existing":[0],"vision-language":[1],"contrastive":[2,98,117],"learning":[3,111,118,136],"frameworks,":[4],"such":[5],"as":[6,147],"CLIP,":[7],"focus":[8],"on":[9,79,96],"aligning":[10],"the":[11,23,47,102,106],"paired":[12],"image":[13,157],"and":[14,28,37,50,71,88,172],"caption":[15],"embeddings":[16],"while":[17],"pushing":[18],"non-matching":[19],"pairs":[20],"apart,":[21],"enhancing":[22],"models'":[24],"ability":[25],"to":[26,61,121],"generalize":[27],"facilitating":[29],"zero-shot":[30],"learning.":[31],"However,":[32],"space":[33,67,144,155],"science":[34,68,156],"experiments":[35],"images":[36,49,70],"their":[38,72],"text":[39],"descriptions":[40],"exhibit":[41],"a":[42,57,63,80],"significant":[43],"domain":[44],"difference":[45],"from":[46],"internet":[48],"captions.":[51],"In":[52],"this":[53],"work,":[54],"we":[55,100],"introduce":[56],"novel":[58,81],"framework":[59,137],"designed":[60],"learn":[62],"cohesive":[64],"representation":[65],"for":[66,138,153],"experiment":[69],"textual":[73],"descriptions.":[74],"Our":[75,164],"approach":[76],"is":[77,149],"based":[78],"alignment":[82],"mechanism":[83],"that":[84,132],"integrates":[85],"both":[86],"local":[87],"global":[89],"perspectives.":[90],"Furthermore,":[91],"rather":[92],"than":[93],"relying":[94],"solely":[95],"image-text":[97,173],"supervision,":[99],"leverage":[101],"full":[103],"potential":[104],"of":[105,142],"data":[107,125],"through":[108],"(1)":[109],"self-contrastive":[110],"within":[112],"visual":[113],"modality;":[114],"(2)":[115],"multi-view":[116],"across":[119],"modalities,":[120],"exponentially":[122],"expand":[123],"trainable":[124],"with":[126,160],"minimal":[127],"additional":[128],"expense.":[129],"We":[130],"demonstrate":[131],"our":[133],"Multimodal":[134],"Representation":[135],"Space":[139],"Science":[140],"Experiments":[141],"China's":[143],"station":[145],"(denoted":[146],"MR4SseC)":[148],"simple":[150],"yet":[151],"effective":[152],"various":[154],"recognition":[158],"tasks":[159],"limited":[161],"labeled":[162],"data:":[163],"evaluations":[165],"confirm":[166],"its":[167],"superior":[168],"performance":[169],"in":[170],"classification":[171],"retrieval":[174],"tasks.":[175]},"counts_by_year":[],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
